+91-7276681665

Data Science Course in Achalapur with 100% Job Guarantee

Learners 1000+

  • Learn Data Science course in Achalapur with Guaranteed Job Placement! Get certified from the best Data Science training institute in short duration and reasonable fees. Online classes available. more info

  • About Data Science Job Guarantee Course -

    Data Science is a process of data analysis, data cleaning, training your data analysis models and applying various statistical algorithms to derive meaning information to help companies understand and analyze the data required in their day to day activities and for future business predictions using A.I. or artificial intelligence techniques. Finally results are visualized using data visualization tools like Power BI or Tableau. Hence, we have designed this training program to cover both data analysis and data visualization in the syllabus. Overall, best Data Science course in Achalapur with 100% Job Guarantee! Enroll today. T&C Apply.

  • Jobs Roles Targeted -

    Data Scientist, Machine Learning Engineer, Data Analyst etc.

  • Note -

    Excel Analytics recording of one of our live batches will be free.

Syllabus

Syllabus

MySQL
  • MySQL Server Installation
  • MySQL Workbench Installation
  • MySQL Basics
    • Database models
    • ER Model Overview
    • Data types
    • Understanding Test Database
    • Basics Queries
  • DDL
    • Tables - Create, Alter, Drop
    • Constraints - Not Null, Primary Key, Unique Key, Foreign Key
    • Indexes - Types, Create, Drop
  • DML operations - Insert, Update & Delete
    • Insert, Update, Delete & Truncate
    • Common Operations
  • Writing Queries
  • Filters
    • DISTINCT
    • BETWEEN
    • IN
    • LIKE
    • NOT
    • NULL
    • AND, OR, NOT etc
    • Using Complex Data Filtering Techniques
    • Limit, offset
  • Sorting
    • Ascending Order
    • Descending Order
    • Complex Sorting
  • Functions
    • String Functions - lower case, uppercase, substring, instring, trim, group_concat etc.
    • Number Functions - round and trunc
    • Date Functions - datepart etc
    • Null Value Functions - NULLIF
    • Conditional Expressions - Case
  • Groups
    • Basics
    • Grouping functions - AVG, MIN, MAX, COUNT, DISTINCT COUNT etc
    • Grouping Filters - HAVING
    • Rollups & Cubes
  • Analytic (Window) Functions (Bonus)
    • Over() with summary functions
    • Partition By Queries
    • ROW_NUMBER()
    • RANK()
    • DENSE_RANK()
  • Joins
    • Cartesian Product
    • Equi and Non-Equi Joins
    • Left Outer Join
    • Right Outer Join
    • Full Outer Join
    • Self Join
    • Complex Queries - Joins & Groups Integration
  • SET Operators
    • Union
    • Union All
    • Intersect
    • Minus
  • Subquery
    • Single Valued Sub Query
    • Multi Valued Sub Query
  • Views
  • Inline Views
  • TOP N Analysis
  • Bulk Operations
    • Required to create test data:
    • Creating Tables using queries
    • Bulk Data Inserts using Queries
    • Updating Data using Queries
    • Deleting Data using Queries
  • Transactions ( T SQL)
    • Commit
    • Rollback
    • Savepoint
  • Procedures and Functions
    • as required:
    • Programming basics
    • Cursors - create, use
    • Procedures - create, drop
    • Functions - create, drop
    • Trigger - create, drop
  • Project

Python & Python Analytics
  • Introduction & Installation
    • Introdution to Python & Python Analytics or Adv. Python
    • Python / Anaconda Installations & Configuration
  • Programming Basics
    • Variables
    • Data Types
    • User Inputs
    • Unpacking
    • Boolean Practice
    • What If, Else and If, Making Decisions
    • Loops
  • Functions
    • Creating Functions
    • Using Built in Functions
  • OOPs Programming
    • Modules
    • Classes & Objects
    • Inheritance
    • Overloading
    • Composition
  • Data Structures
    • List
    • Tuple
    • Set
  • Exception Handling
  • MySQL Server Setup
    • Installing and Configuring MySQL Server
    • Creating Database
    • CRUD Operations
    • Create Tables
      • Insert
      • Update
      • Delete
  • Database Integration with Python
    • Connection to Database from Python
    • Writing functions to handle database operations
    • CRUD Operations in python
  • Web Scrapping
    • Getting Data from Any Website using Python (new)
  • Data Analytics in Python
    • Installing & Understanding Analytics Packages
    • NumPy Array Operations
    • Pandas Data Frame Operations
    • Data Acquisition (Import & Export)
    • Indexing
    • Selection
    • Sorting
    • Filtering
    • Group By
    • Binning
    • Concatenation
    • Merge
    • Append
    • Drop
  • Data Visualization in Python
    • Installing Librarires
      • Matplotlib
      • Seaborn
    • Charts & Plots
      • Histogram
      • Scatter Plots
      • Box Plots
      • Line Chart
      • Bar Chart
      • Pie Chart etc.
    • Dashboards
    • Project
  • Beautiful SOAP library
  • Project

Statistics, M.L. & Adv. M.L.
  • Machine Learning Examples
    • Introduction to Machine Learning & Data Analysis
    • Machine Learning Examples
  • Statistics & Exploratory Data Analysis (EDA)
    • Descriptive Statistics
    • Descriptive Analytics
    • Measure of Central Tendency
    • Dispersion
    • Probability Distribution
    • Correlation & Covariance
    • Inferential Statistics
    • Diagnostic Analytics
    • Outliers | Missing Values
    • Sparsity
    • Inferential Statistics
    • Random Sampling
    • Hypothesis Testing
       
  • Supervised Learning
    • Installing & Using Scikit-Learn Package
    • Linear Regression
    • Multi-Linear Regression
    • Decision Tree (CART)
    • Ensemble Learning
    • Random Forest
    • xgBoost
    • K Nearest Neighbors (KNN)
    • Support Vector Machine (SVM)
    • Kernel Functions
    • Naive Bayes Classifier (NBC) / MultinomialNB Algorithm
    • GRID SEARCH CV AND RANDOM SEARCG CV
    • Linear Discriminant Analysis (LDA)
       
  • Unsupervised Learning
    • Hierachical Clustering
    • K Means Clustering
       
  • Dimensionality Reduction
    • Principal Component Analysis (PCA)
       
  • Time Series Forecasting
    • Time Series Data
    • Trend Chart
    • Stationarity
    • Seasonality
    • Moving Average
    • Exponential Smoothing
    • ARIMA
    • GARCH
       
  • Model Improvement & Validation
    • Regularization
    • Lasso
    • Ridge
    • ElasticNet
    • Cross Validation
       
  • Methods
    • Sigmoid Function
    • Entropy
    • Information Gain
    • Gini Index
    • Feature Selection
    • Ensemble Modeling (Bagging | Boosting | Stacking)
    • K Selection / Distance Metrics
    • Kernel Functions
    • Elbow Method
       
  • Metrics
    • MAE / MSE/ RMSE / R2 and Adjusted R2
    • AUC ROC CURVE
    • Precision
    • Recall
    • F1 score
    • Confusion Metrics
  • Only Theory
    • SMOTE and near miss
    • EXTRA TREE CLASSIFIER (Random forest)
    • TPOT
    • LOG LOSS
    • CROSS VALIDATION
    • KERNAL PCA
    • LIGHT GBM and cat boosting
    • DBSCAN
    • MINI BATCH K MEANS
    • Passive Aggressive Classifier Algorithm
    • Facebook Prophet
    • time series RNN LSTM
       
  • When to Use Which Algorithms!
     
  • Projects / Case Studies
    • 1) Real Estate Price Prediction
    • 2) Fraud Detection Problem in BFSI domain
    • 3) Disease Detection in Healthcare domain
    • 4) Market Segmentation in Advertising Sector
    • 5) Market Basket Analysis in Departmental Sector
    • 6) Passenger Forecasting in Aviation Sector
    • 7) News Classification in Media Sector
    • 8) Dashboard (Visualization Tool)
    • Please Note - Case studies / projects changes from time to time and will be covered along with their respective modules.
       

Artificial Intelligence
  • Intro to AI & Neural Networks
    • Deep Learning vs Machine Learning
    • Tech Advancement
    • All about Artificial Neural Networks (ANN)
    • Understand How Deep Neural Network Works?
    • Different variants of Gradient Descent
    • Stochastic Gradient Descent vs Adam vs Others
    • Hyper parameter Tuning
    • Batch Size
    • Learning Rate
    • Momentum
       
  • Deep Learning in Python
    • Deep Learning packages in python
    • Google TensorFlow Framework
    • Model Building with default TFLearn API
    • Keras Vs TFLearn Vs Pycharm APIs
    • Model Building with Keras API Wrapper
    • Activations
    • Optimizers
    • Losses
    • Validation
    • Evaluation Metrics
    • Keras Backend
    • Callbacks - Early Stopping, TensorBoard
       
  • CNN - Convolutional Neural Networks
    • Understanding Architecture & Visualizing a CNN
    • Stochastic Gradient Descent vs Adam vs Others
    • Hyper parameter Tuning
    • Batch Size
    • Learning Rate
    • Momentum
       
  • Transfer Learning
    • vgg16
      • Activations
      • Optimizers
      • Losses
      • Validation
      • Evaluation Metrics
      • Keras Backend
      • Callbacks - Early Stopping, TensorBoard
    • vgg19
      • Kernel
      • Depth
      • Pooling
    • resnrt 50
       
  • NLTK
    • Simple NLTK
      • Stemming
      • Lemitaization
      • Regex
      • Stopwords
      • Corpus
      • Unigram
      • Bigram
      • Trigram
    • BAG fo words(count vectorization)
    • TD-IDF-term frequency inverse document frequency 1
    • Word embedding
      • word 2 vec --cbow / skipgram
      • glove
    • Fasttext
    • Keyed vector
    • LSTM / RNN (bidirentional)
    • GRU(theory - Arthiecture build )
       
  • Projects & Case Studies
    • Image Recognition using MNIST Dataset
    • Object Recognition using CIFAR-10 Dataset
    • Speech Recognition (Google Voice | Alexa | Siri)
    • Sentiment Analysis and Word Clouds
    • Chat Bot Building
    • Please Note - Case studies / projects changes from time to time and will be covered along with their respective modules.
       

Power BI
  • Introduction to Power BI
    • What is Power BI and Why Power BI
    • Installing Power BI Desktop
    • Exploring the Power BI Workflow
    • Adjusting the settings of the Power BI Desktop
    • Comparison of Power BI vs Other Reporting Tools
  • Getting and Transforming Data with Power BI Desktop
    • Connecting to different sources
    • Connecting to multiple sources
    • Different connecting Options(DirectQuery vs Import Data Vs Live Connection)
    • Shaping and transforming data with Power Query
    • Editing,Merging,Appending queries etc
  • Advance Importing techniques without coding
  • Data cleaning & Advance data cleaning
  • Modeling with Power BI
    • Introduction to Modeling
    • Building Relational Models(Setup and Manage Relationships)
    • Creating table relationships
    • Understanding the filter flow
    • Cardinality and Cross filtering
  • DAX
    • Understanding Dax Syntax
    • Calculated Columns vs Measures
    • Common Dax functions and formulae
    • Understanding the evaluation context in DAX
  • Visualising Data with Reports
    • Creating Visualisations
    • Color & Conditional Formatting
    • Setting Sort Order
    • Scatter & Bubble Charts & Play Axis
    • Tooltips
    • Slicers, Timeline Slicers & Sync Slicers
    • Cross Filtering and Highlighting
    • Visual, Page and Report Level Filters
    • Drill Down/Up
    • Hierarchies
    • Constant Lines
    • Tables, Matrices & Table Conditional Formatting
    • KPI's, Cards & Gauges
    • Map Visualisations
    • Custom Visuals
    • Managing and Arranging
    • Drillthrough
    • Custom Report Themes
    • Grouping and Binning
    • Bookmarks & Buttons
  • Introduction to Power BI Service
    • Introduction to the Power BI Service
    • Quick Tour of Power BI Service
    • Connecting to Data from Power BI service
    • Building Blocks of Power BI Service
  • Sharing and Collaboration Tools in Power BI Service
    • Sharing and Collaboration Options Overview
    • Publish from Power BI Desktop
    • Publish Reports to Web
    • Printing and Exporting from Power BI Service
    • Sharing Reports & Dashboards
    • Workspaces (My Workspace vs App Workspace)
    • Publishing Apps in Power BI Service
    • Row Level Security in Power BI Desktop and Service
  • Power BI Gateway and Refreshing Datasets
    • Understanding Gateways in Power BI
    • Difference between Personal and On-Premise Gateway
    • Installation of Personal Gateway
    • Installation of On Premise Enterprise Gateway
    • Setting Up a Gateway in Power BI Service
    • Understanding Data Refresh(Manual vs Scheduled Refresh)
    • Troubleshooting Refreshing scenarios
  • A.I. in Power BI
  • Advance Report techniques
  • Best Practices

Tableau
  • Installation and Configuration
  • Introduction to Tableau
    • Architecture
    • Data Model
    • Data Connection with single data sources
    • Data Joins
    • Live vs extract connection
    • Working with multiple data sources
    • Data Blending
    • Difference between joining and blending data
  • Tableau Interface
    • Measures and dimension
    • Shelves
    • Show me
    • Data Types
    • Default Properties
    • Marks Card
    • Page Shelf
    • Saving and sharing your work-overview
    • Difference between .twb and .twbx
    • Discrete vs Continuous
  • Date Aggregations and Date parts
    • Cross tab
    • Totals & Subtotals
  • Chart Types
    • Bar Charts & Stacked Bars
    • Pie Chart
    • Line Graph with Date
    • Line Graph without Date
    • Area charts
    • Tree Map
    • Word Cloud
    • Packed Bubble
    • Box & Whiskers Plot
    • Scatter Plots
    • Highlight tables
    • Heat maps
  • Data Visualization
    • Geographical fields
    • Map options
  • Run Time Columns
    • Calculated Fields
    • String Calculation
    • Data Calculation
    • Logical Calculation
    • Numeric Calculation
    • Parameters
    • Table Calculations
    • Level of detail
  • Data Formatting
    • Legends
    • Highlights
    • Labelling
    • Number Formats
    • Alignment
  • Advanced Functionalities
    • Sorting
    • Groups
    • Sets
    • Hierarchy
    • Reference and Trend Lines
    • Edit Axis
    • Bins
  • Filters
    • Dimension Filter
    • Measure Filter
    • Filter - Display Option
    • Context Filters
    • Relevant Filters
    • Sets in filters
    • Conditional Filters
  • Advanced Charts
    • Pareto
    • Waterfall
    • Funnel
    • Waffel Chart
  • Dashboards
    • Dashboard Objects
    • Dashboard Actions
    • URL
    • Highlight
    • Filter
    • Advanced Interactivity
    • Publish to Web
  • Report designing & exporting
  • Case Studies / Project
  • Data Visualization & Analytics
    • Data Sources
    • from SQL (MySQL)
    • from Flat Files (CSV / Excel etc.)
    • from Python

Duration
  • Weekdays -
    >> 8 months@1.5hrs/day
    >> 6 months@2.5hrs/day
    Weekends -
    >> 8 months@2 to 2.5 hrs/day
    >> 6 months@3hrs/day

  • Upcoming Batches

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Tools You Will Learn

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Why get Trained from us ?

10 yrs in IT Training
Training from Experts
Trained Globally
100% Job Oriented Courses
Reasonable Fees
Doubt Solving
Interview Preparation
Study Material / Notes
Live Projects / Case Studies
Free Demo
1000+ Companies
Placements etc.
Lots of students placed in ongoing training or within just 2 months of completion of training!
You can be the Next Placed Student!
Inquire Now

FAQs

  • More info about QuickXpert Infotech?

    ✓ Best Institute for IT Training & Placements
    ✓ ISO Certified, Since 2014
    ✓ Training from Experts
    ✓ Reasonable Fees
    ✓ Installments available
    ✓ Training modes - Live Online (Students trained Globally) and Classroom (Thane)
    ✓ Training options - Regular & Job Guarantee Training Programs available
    ✓ Our live projects ProposalFinder.com, BiodataKing.com, theVibrantBirdie.com etc.
    ✓ Corporate trainings delivered - To organizations like GeBBS Healthcare, PDG Softwares, NVest solutions etc.
    ✓ Individual doubt solving
    ✓ Interview preparation
    ✓ Resume building
    ✓ Best placement service:
    ⇒ 1000+ companies
    ⇒ Dedicated HR for placements
    ⇒ Full placement support
    ⇒ For quick results, placement support starts even while training is ongoing if some criterias are fulfilled or by default on completion of training.
    ⇒ As a result, lots of students got placed in ongoing training or within just 2 months of completion of training!! Check photos with company names on placement page.

    You can be the Next Placed Student

    Inquire Now

  • Can I complete my course earlier?

    Yes, by max 1 to 3 months, depending on training to training programs by undergoing max 2 non-related courses simultaneously.

  • Upcoming demo?

    Every week. Classroom/Online/Weekend demos available.

    Book you free demo now,

    Book Demo

  • Upcoming batch?

    New batches at regular intervals. Limited seats per batch.

    Upcoming Batches

  • Do you provide live online trainings?

    Yes. We train students across India and globally in live online trainings.

    Inquire Now

  • How live online trainings are conducted?

    It is a virtual classroom where trainers will be live and not pre-recorded lectures so that your gets solved in real time.

  • Do you accept international admissions?

    Yes. Training language will be English. We train students globally and have trained students from countries like US, UK, Germany, Australia, Dubai etc. Training mode will be live online training.

    Inquire Now

  • Is attendance mandatory?

    Around 90% attendance will help you benefit in all of our training programs. However attendance is not a stopper from your eligibility in our placement process.

  • What if i miss a session?

    1. If unable to join in classroom then you can join online because ours is a hybrid mode of training.
    2. Either in classroom or Live Online Trainings if you miss a lecture, then, lecture recording or repeat lecture will be provided (as feasible to us) so that your training completes on time.

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  • Will I get course completion certificate?

    Yes. We are an ISO certified institute so our certifiate is well accepted across the industries.

    Inquire Now

  • Group discounts?

    Yes available. Please submit inquiry form for details.

    Inquire Now

  • Do you provide computers / laptops for practice?

    Yes

  • Can i bring my laptop for practice?

    Yes

  • Any laptop requirement for online trainings?

    minimum i3 laptop with 4GB or 8GB ram and an internet with minimum 5G internet speed.

  • More queries?

    please visit job guarantee page and also talk to our counsellors

    Inquiry Form

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Contact Us


Mon to Sat - 10am to 7pm & upto 4 pm on Sun

Call us -
+91-7506252588
+91-7276681665

Email us -
info@qxpsols.com

101, Prestige Chambers CHS Ltd., Behind Dr. Babasaheb Ambedkar Statue, Besides Maurya Hotel, opp. Platform 2, Thane west rly stn.

Inquire Now


Overall 1000+ Companies - Few Mentioned Below

  • 1. Darwin Platform Group of Companies
  • 2. Expound Technivo Pvt Ltd
  • 3. Aniruddha Telemetry Systems
  • 4. Acura Solutions
  • 5. Yash Technologies
  • 6. AQM Technologies Pvt Ltd
  • 7. Dusane Infotech
  • 8. Freight Tiger
  • 9. Aeon IT Solutions Pvt. Ltd.
  • 10. AG Technologies Pvt.Ltd
  • 11. Binateit IT Services Pvt Ltd
  • 12. Arine Solutions Private Limited
  • 13. AscenWork Technologies Private Limited
  • 14. Prisma AI Corporation Pte. Ltd.
  • 15. Miscot Systems Pvt. Ltd.
  • 16. Appetals Solutions Private Limited
  • 17. Ardentia Technologies Pvt. Ltd.
  • 18. Atri technocrat
  • 19. G-Square Solutions Private Limited
  • 20. Nevpro Business Solutions(NBS) Pvt. Ltd.
  • 21. Beehive Software Services Pvt Ltd.
  • 22. BestoSEO Solutions
  • 23. Billtrace infotech Pvt Ltd
  • 24. EYECATCHERS
  • 25. Brandintelle Services
  • 26. Bristlecone
  • 27. CMOTS Internet Technologies
  • 28. Cirrius Technologies Private Limited
  • 29. Digi Midas
  • 30. Dure Technologies Pvt Ltd
  • 31. eBrandz Solutions Pvt. Ltd.
  • 32. Edelweiss Capital
  • 33. EDUSOFTERP
  • 34. DigiFinTax Solutions Private Limited
  • 35. T3 Softwares
  • 36. Big Rattle Technologies
  • 37. Eviska Infotech Pvt Ltd
  • 38. Unichem Laboratories Ltd.
  • 39. Retail Whizz Solutions Private Limited
  • 40. Focus Management Consultants Pvt ltd
  • 41. Gratitude India
  • 42. Hero MotoCorp Ltd.
  • 43. HR Mantra Software Pvt Ltd
  • 44. Ideatore Interactive Solutions Pvt. Ltd.
  • 45. iGenesis Technologies
  • 46. Impulse Digital
  • 47. Inspeero Technologies
  • 48. Intellecta Consultants
  • 49. Job Proffer.com
  • 50. Brilino Pvt Ltd
  • 51. Galentic Technologies Private Limited
  • 52. Hurix Systems Private Limited
  • 53. SECURITY SOFTWARE & SOLUTIONS LLP
  • 54. Steadfast IT Consulting Pvt Ltd
  • 55. Kores
  • 56. Genirex Intellect Team Pvt Ltd
  • 57. V2STech Solutions
  • 58. Meru Mobility Pvt Ltd
  • 59. Propellum Infotech Pvt Ltd
  • 60. BarrierBreak Solutions Pvt. Ltd.
  • 61. Eziway Global Management
  • 62. Goldimine Electrosystems Pvt. Ltd.
  • 63. Marathe Infotech Pvt. Ltd
  • 64. Master Computech Pvt. Ltd.
  • 65. Svatantra Micro Housing Finance Corporation Ltd
  • 66. Mphasis
  • 67. NDS GLOBAL
  • 68. Nebula Personalization Tech Solutions Pvt. Ltd
  • 69. Nestor Marketing
  • 70. Net Gains Technologies Pvt Ltd
  • 71. Nimap Infotech
  • 72. Open Radix Software Solutions
  • 73. Opportune Technologies Pvt Ltd
  • 74. Optimum Financial Solutions Pvt. Ltd
  • 75. Pinnacle People Solutions Pvt Ltd
  • 76. Qtech Software Pvt. Ltd
  • 77. SAAR IT Resources Pvt. Ltd
  • 78. Saba Technosoft
  • 79. Sahu Technologies
  • 80. Core Ocean Solutions LLP
  • 81. Seclore Technology Pvt Ltd
  • 82. Sitel
  • 83. SMART SIGHT INNOVATIONS
  • 84. SME MaXX
  • 85. Spider Software Pvt Ltd
  • 86. iFAST Financial India Private Limited
  • 87. Code array Technologies Pvt. Ltd
  • 88. Tata Consultancy Services
  • 89. TurtleDove Technologies
  • 90. Network Techlab (India) Pvt. Ltd
  • 91. Jyoti Plastics Works Pvt Ltd
  • 92. ALFA KPO PVT LTD
  • 93. The Oberoi Group
  • 94. ThinkApps Solutions Private Limited
  • 95. Transovative Solutions Pvt. Ltd.
  • 96. TranzDigi
  • 97. Ugam Solutions
  • 98. Virtual Splat Software Pvt. Ltd.
  • 99. Techatalyst Software Pvt. Ltd.
  • ... 1000+ companies
Get Fees / Details Enroll Now